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Researcher · École Normale Supérieure - PSL · France

Adrien Taylor

Adrien Taylor publishes mostly in Artificial Intelligence, Numerical Analysis and Computational Mechanics, on topics such as Advanced Optimization Algorithms Research, Stochastic Gradient Optimization Techniques and Sparse and Compressive Sensing Techniques.

ORCID 0000-0003-2509-1765 OpenAlex
World rank
#762,245
of 7,710,434 ranked researchers
Rank in France
#37,321
of 324,115
Works
87
Citations
867
Citations per work
10.0
h-index
14
i10-index 18Top 25% in Artificial Intelligence
Adrien Taylor

What does Adrien Taylor research?

Adrien Taylor's work is mostly in Computer Science (34%), Mathematics (26%), Engineering (20%).

Physical Sciences: 70 works · 80.0% of their workComputer Science: 30 works · 34.0% of their workArtificial Intelligence: 22 works · 25.0% of their workComputational Theory and Mathematics: 8 works · 9.0% of their workMathematics: 23 works · 26.3% of their workNumerical Analysis: 20 works · 23.0% of their workStatistics and Probability: 3 works · 3.3% of their workEngineering: 17 works · 19.7% of their workComputational Mechanics: 17 works · 19.7% of their workEverything else: 14 works · 15.9% of their workSocial Sciences: 4 works · 4.1% of their workDecision Sciences: 4 works · 4.1% of their workManagement Science and Operations Research: 4 works · 4.1% of their workTHEIR WORKAdrien Taylor87works
Physical Sciences80%Social Sciences4%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science3034.0%
    2. Mathematics2326.3%
    3. Engineering1719.7%
  2. Everything else1415.9%
    1. Decision Sciences44.1%
  1. 1Artificial Intelligence25% of their works
  2. 2Numerical Analysis23% of their works
  3. 3Computational Mechanics20% of their works
  4. 4Computational Theory and Mathematics9% of their works
  5. 5Management Science and Operations Research4% of their works
  6. 6Statistics and Probability3% of their works

Research topics

Which keywords describe Adrien Taylor's research?

The keywords of their largest research topics: Convex Optimization, Approximation Algorithms, Optimization Software, Semidefinite Programming, Random Projections, Stochastic Gradient Descent, Compressed Sensing and Sparse Representation.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 18 words, with their numbers
  1. Convex Optimization1504 topics
  2. Approximation Algorithms552 topics
  3. Optimization Software501 topic
  4. Semidefinite Programming501 topic
  5. Random Projections491 topic
  6. Stochastic Gradient Descent491 topic
  7. Compressed Sensing451 topic
  8. Sparse Representation451 topic
  9. Iterative Algorithms101 topic
  10. Nonlinear Operators101 topic
  11. Bandit Optimization61 topic
  12. Bayesian Monte Carlo61 topic
  13. Bayesian Optimization61 topic
  14. Markov Chain61 topic
  15. Matrix Computations61 topic
  16. Numerical Linear Algebra61 topic
  17. Optimal Motion Planning41 topic
  18. Sampling-Based Algorithms41 topic

Where does Adrien Taylor work?

Adrien Taylor's main affiliation in the publication record is École Normale Supérieure - PSL, France.

How many publications and citations does Adrien Taylor have?

OpenAlex counts 87 works and 867 citations for Adrien Taylor, an h-index of 14, ranking #762,245 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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